Part 9/10:
Shapiro concludes by reiterating his belief that he has identified critical solutions to some of AI’s most pressing problems. While acknowledging that some areas like long-term memory still require work, he is optimistic about the future of autonomous, safe AI systems built around his principles.
He encourages engagement from those who have explored his work thoroughly and invites discussions grounded in understanding, not mere armchair arguments. His overarching hope is a future where humanoid or autonomous machines operate under clear, ethical imperatives—benefiting humanity without sacrificing safety or moral integrity.